. ./scripts/basic_pkg_management.ps1

function Install-Basic-PKG{
    # use pip to install jupyter, matplotlib, pandas, numpy
    # can use conda instead(except for jupyter)
    echo "Installing matplotlib pandas numpy seaborn..."
    pip install matplotlib pandas numpy 

    echo "Now enjoy journey in DATA SCIENCE!"
}

function Install-Vis-PKG{
    echo "Installing seaborn plotnine..."
    pip install seaborn plotnine
}

function Install-ML-PKG{
    # sk-learn install
    echo "Installing scikit-learn..."
    pip install scikit-learn
    echo "Now enjoy journey in DATA SCIENCE with Machine Learning!"
}

function Install-DL-PKG{
    echo "Installing PyTorch..."
    # PyTorch install
    pip install torch torchvision torchaudio
    echo "Now enjoy journey in DATA SCIENCE with Deep Learning!"
}

function Install-Util-PKG{
    echo "Install requests..."
    pip install requests
}

Activate-ENV("ds")
# Install-PIP
# Install-JUPYTER
# Install-Basic-PKG